OpenAudioBench is an audio understanding evaluation dataset designed to assess the capabilities of multimodal and audio-focused language models. It spans multiple domains of audio-based tasks, including logical reasoning, general knowledge, and open-ended question answering. The dataset is structured to support the development and benchmarking of advanced models in the research community.